Math 2.0

Approximations and expansions Definition

Uniform approximation

Builds on Function approximationUniform convergenceFunction

Definition

Let SS be a set, let f ⁣:S→ℝf \colon S \to \R be a function, and let AA be a set of functions S→ℝS \to \R. For ε>0\varepsilon > 0, a function g∈Ag \in A approximates ff uniformly within ε\varepsilon if sup⁡x∈S∣f(x)−g(x)∣≤ε.\sup_{x \in S} \abs{f(x) - g(x)} \le \varepsilon. The function ff can be uniformly approximated by AA if such a g∈Ag \in A exists for every ε>0\varepsilon > 0. Equivalently, there is a sequence gn∈Ag_n \in A that converges uniformly to ff on SS.

Remarks

Example: on S=[0,1]S = [0, 1], the function exe^x can be uniformly approximated by polynomials. By Taylor's theorem, ∣ex−∑k=0nxk/k!∣≤e/(n+1)!\abs{e^x - \sum_{k=0}^{n} x^k / k!} \le e / (n + 1)! for x∈[0,1]x \in [0, 1], and the bound tends to 00.

Non-example: on S=ℝS = \R, the function exe^x cannot be uniformly approximated by polynomials. For each polynomial pp, the difference ex−p(x)e^x - p(x) tends to ∞\infty as x→∞x \to \infty, so the supremum is infinite.

For bounded functions, the quantity sup⁡S∣f−g∣\sup_S \abs{f - g} is the distance in the supremum norm, and uniform approximation is function approximation in that norm. Complex-valued functions are treated in the same way.

Reading path

To understand this page from the ground up, read these 8 pages in order. The foundations come first.

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  1. Function concept
  2. Function approximation concept
  3. Sequence definition
  4. Real sequence definition
  5. Limit of a sequence definition
  6. Pointwise convergence definition
  7. Uniform convergence definition
  8. Uniform approximation definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Uniform_norm
About this page
TagTFB4BYRZ1W
URIm2://TFB4BYRZ1W
Kinddefinition
WritingW0 stub
MSC41A65, 41A50, 41A10
DefinesUniform approximation
UsesFunction approximation, Uniform convergence, Function

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